Table 3.
Dice scores and Hausdorff95 distance of WT, ET, and NET for all datasets
| Dataset | Evaluation parameters | Dice score | Hausdorff95 distance | ||||
|---|---|---|---|---|---|---|---|
| WT | ET | NET | WT | ET | NET | ||
| Training data (64) | Mean | 0.857 | 0.797 | 0.752 | 1.507 | 2.987 | 3.639 |
| SD | 0.234 | 0.247 | 0.289 | 1.014 | 4.197 | 3.825 | |
| 25th quartile | 0.870 | 0.751 | 0.693 | 0.870 | 1.000 | 1.000 | |
| 75th quartile | 0.952 | 0.957 | 0.985 | 1.560 | 3.000 | 4.030 | |
| Validation data (9) | Mean | 0.712 | 0.507 | 0.437 | 4.328 | 8.475 | 8.502 |
| SD | 0.136 | 0.285 | 0.215 | 3.181 | 6.862 | 4.596 | |
| 25th quartile | 0.593 | 0.351 | 0.354 | 0.593 | 2.236 | 5.029 | |
| 75th quartile | 0.804 | 0.747 | 0.599 | 7.039 | 13.140 | 11.720 | |
| Test data (21) | Mean | 0.606 | 0.586 | 0.312 | 8.130 | 3.412 | 20.430 |
| SD | 0.342 | 0.370 | 0.384 | 17.500 | 3.145 | 21.260 | |
| 25th quartile | 0.573 | 0.198 | 2.95e–8 | 0.573 | 1.207 | 6.140 | |
| 75th quartile | 0.834 | 0.831 | 0.500 | 5.024 | 4.802 | 20.700 | |
The numbers in parentheses are indicates number of examples used for training, validation and test